Placeholder: replace with actual classifier call [chapter] deterministic
lower = message.lower() if any(kw in lower for kw in ["help", "error", "issue"]): cat = "support" elif any(kw in lower for kw in ["code", "api", "endpoint"]): cat = "technical" else: cat = "general" r
lower = message.lower() if any(kw in lower for kw in ["help", "error", "issue"]): cat = "support" elif any(kw in lower for kw in ["code", "api", "endpoint"]): cat = "technical" else: cat = "general" return {"category": cat}
`
Now we update the Django view to use this service and, depending on the category, invoke a downstream model. For simplicity we will just echo the category, but we will outline how to integrate a local LLM.
```python
Sources
Sovereign AI: Building Local-First Intelligent Systems (book) · source
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